More Web Proxy on the site http://driver.im/

article

Application of multi-verse optimiser-based fuzzy-PID controller to improve power system frequency regulation in presence of HVDC link

International Journal of Intelligent Engineering Informatics, Volume 6, Issue 1-2

Pages 182 - 203

Published: 01 January 2018 Publication History

Abstract

This paper presents the design of a novel optimal fuzzy-PID controller-based multi-verse optimiser MVO for load frequency control LFC of a two-area power system interconnected via high voltage direct current HVDC transmission link. The MVO algorithm was adopted to estimate the unknown parameters of the test system and model the HVDC link for the LFC analysis, and then, was used to optimise the fuzzy-PID controller parameters including the scaling factors of fuzzy logic and the PID controller gains. To demonstrate the effectiveness of the proposed control strategy, a two-area power system with HVDC link connection was investigated for the simulation. A comparative study of performance of proposed controller, fuzzy logic and conventional PID controller was performed. The obtained results satisfy the LFC requirements and reveal that the optimised fuzzy-PID controller-based MVO algorithm enhances power system frequency regulation in presence of HVDC link.

References

[1]

Aouini, R., Marinescu, B., Kilani, K.B. and Elleuch, M. (2015) 'Synchronverter-based emulation and control of HVDC transmission', IEEE Transactions on Power Systems, Vol. 31, No. 1, pp. 1-9.

[2]

Bevrani, H. and Daneshmand, P.R. (2012) 'Fuzzy logic-based load-frequency control concerning high penetration of wind turbines', IEEE Systems Journal, Vol. 6, No. 1, pp. 173-180.

[3]

Chen, C., Zhang, K., Yuan, K., Gao, Z., Teng, X. and Ding, Q. (2016) 'Disturbance rejection-based LFC for multi-area parallel interconnected AC/DC system', IET Generation, Transmission & Distribution, Vol. 10, No. 16, pp. 4105-4117.

[4]

Concha, C.E., de Haan, J.E.S., Virag, A., Gibescu, M. and Kling, W.L. (2014) 'Towards a pan-European energy balancing market: exercise on coupling the United Kingdom and Continental Europe', 11th International Conference on the European Energy Market (EEM14), Krakow, pp. 1-5.

[5]

Faquir, S. et al. (2016) 'Energy management in a hybrid PV/wind/battery system using a type-1 fuzzy logic computer algorithm', Int. J. of Intelligent Engineering Informatics (IJIEI), Vol. 4, Nos. 3/4, pp. 229-244.

Digital Library

[6]

Goel, S., Goel, N. and Gupta, D. (2014) 'Unconstrained optimisation through bat algorithm', Int. J. of Intelligent Engineering Informatics, Vol. 2, No. 4, pp. 259-270.

Digital Library

[7]

Hamida, A.H., Ben-Kilani, K. and Elleuch, M. (2014) 'HVDC transmission in the interconnected South Mediterranean region - LFC control analysis', IEEE, 11th International Multi-Conference on Systems, Signals & Devices, Barcelona, Spain, pp. 1-7.

[8]

Jain, S.K., Bhargava, A. and Pal, R.K. (2015) 'Three area power system load frequency control using fuzzy logic controller', International Conference on Computer, Communication and Control (IC4), Indore, pp. 1-6.

[9]

Kouba, N.E.Y., Menaa, M., Hasni, M. and Boudour, M. (2015a) 'Frequency stability and control based intelligent PI controller: a case study of the South-Western Mediterranean interconnected power system', CIGRE, Algerian Large Electrical Network Conference, (CAGRE'15), pp. 403-410.

[10]

Kouba, N.E.Y., Menaa, M., Hasni, M. and Boudour, M. (2015b) 'Optimal load frequency control based on artificial bee colony optimization applied to single, two and multiarea interconnected power systems', IEEE, 3rd International Conference on Control, Engineering & Information Technology, CEIT'15, pp. 1-6.

[11]

Kouba, N.E.Y., Menaa, M., Hasni, M. and Boudour, M. (2015c) 'Load frequency control in multi-area power system based on fuzzy logic-PID controller', IEEE, International Conference on Smart Energy Grid Engineering SEGE'15, OSHAWA, CANADA, pp. 1-6.

[12]

Kouba, N.E.Y., Menaa, M., Hasni, M. and Boudour, M. (2015d) 'A novel robust automatic generation control in interconnected multi-area power system based on bat inspired algorithm', IEEE, 3rd International Conference on Control, Engineering & Information Technology, CEIT'15, pp. 1-6.

[13]

Kouba, N.E.Y., Menaa, M., Hasni, M., Boussahoua, B. and Boudour, M. (2014) 'Optimal load frequency control based on hybrid bacterial foraging and particle swarm optimization', IEEE, 11th International Multi-Conference on Systems, Signals & Devices, (SSD-PES), pp. 1-6.

[14]

Li, C., Okada, Y., Watanabe, M. and Mitani, Y. (2010a) 'Modeling Kita-Hon HVDC link for load frequency control of Eastern Japan 50-Hz power system based on application of the CampusWAMS', Proceeding of 2010 IEEE International Symposium on Circuits and Systems, pp. 2307-2310.

[15]

Li, C., Okada, Y., Watanabe, M. and Mitani, Y. (2010b) 'Analysis of Kita-Hon HVDC link for load frequency control of Eastern Japan 50-Hz power system based on application of the CampusWAMS', IEEE 2010 Asia-Pacific Power and Energy Engineering Conference (APPEEC), pp. 1-4.

[16]

Mahmoodabadi, M.J. et al. (2015) 'A novel multi-objective optimisation algorithm: artificial bee colony in conjunction with bacterial foraging', Int. J. of Intelligent Engineering Informatics (IJIEI), Vol. 3, No. 4, pp. 369-386.

Digital Library

[17]

Mirjalili, S., Mirjalili, S.M. and Hatamlou, A. (2016) 'Multi-verse optimizer: a nature-inspired algorithm for global optimization', Neural Computing and Applications, Vol. 27, No.2, pp. 495-513.

Digital Library

[18]

Pham, T.N., Trinh, H. and Hien, L.V. (2016) 'Load frequency control of power systems with electric vehicles and diverse transmission links using distributed functional observers', IEEE Transactions on Smart Grid, Vol. 7, No. 1, pp. 238-252.

[19]

Sakai, T., Makino, Y. and Kosaka, H. (2014) 'Technologies applied to Japan's HVDC links', AORC Technical meeting, CIGRE, pp. 1-10.

[20]

Sanpei, M., Kakehi, A. and Takeda, H. (1994) 'Application of multi-variable control for automatic frequency controller of HVDC transmission system', IEEE Transaction on Power Delivery, Vol. 9, No. 2, pp. 1063-1068.

[21]

Serraji, M. et al. (2016) 'A multi-objective approach for micro grid energy management based on fuzzy multi-agent decision-making process', Int. J. of Intelligent Engineering Informatics (IJIEI), Vol. 4, Nos. 3/4, pp. 208-228.

Digital Library

[22]

Shanmukharao, L. and Ramana, N.V. (2012) 'LFC scheme for multi area deregulated power system connected with HVDC link', IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES), Bengaluru, pp. 1-6.

[23]

Sharma, G. et al. (2016) 'Robust automatic generation control regulators for a two-area power system interconnected via AC/DC tie-lines considering new structures of matrix Q', IET Generation, Transmission & Distribution, Vol. 10, No. 14, pp. 3570-3579.

[24]

Takeda, H., Ayakawa, H., Tsumenaga, M. and Sanpei, M. (1995) 'New protection method for HVDC lines including cables', IEEE Transactions on Power Delivery, Vol. 10, No. 4, pp. 2035-2039.

[25]

Yousef, H.A., AL-Kharusi, K., Albadi, M.H. and Hosseinzadeh, N. (2014) 'Load frequency control of a multi-area power system: an adaptive fuzzy logic approach', IEEE Transactions on Power Systems, Vol. 29, No. 4, pp. 1822-1830.

Cited By

(2019)Mamdani fuzzy-based vehicular grouping at the intersection of roads for smart transportation systemInternational Journal of Intelligent Engineering Informatics10.5555/3337636.33376437:2-3(263-285)Online publication date: 25-May-2019
https://dl.acm.org/doi/10.5555/3337636.3337643

Recommendations

Application of multi-verse optimiser-based fuzzy-PID controller to improve power system frequency regulation in presence of HVDC link

This paper presents the design of a novel optimal fuzzy-PID controller-based multi-verse optimiser MVO for load frequency control LFC of a two-area power system interconnected via high voltage direct current HVDC transmission link. The MVO algorithm was ...
Teaching-learning based optimization algorithm based fuzzy-PID controller for automatic generation control of multi-area power system

Fuzzy-PID controller is proposed for AGC of multi-area power system.TLBO algorithm is applied to optimize the parameters of fuzzy-PID controller.The superiority of proposed approach over LCOA, GA, PS and SA based PID controller is shown.Robustness ...
Analysis of PID controller for the load frequency control of static synchronous series compensator and capacitive energy storage source-based multi-area multi-source interconnected power system with HVDC link

In this research work, a maiden approach is made by using the static synchronous series compensator SSSC and capacitive energy storage CES devices as a frequency damping controller in the most realistic scenario of automatic generation control AGC of a ...

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image International Journal of Intelligent Engineering Informatics

International Journal of Intelligent Engineering Informatics Volume 6, Issue 1-2

January 2018

214 pages

ISSN:1758-8715

EISSN:1758-8723

Issue’s Table of Contents

Publisher

Inderscience Publishers

Geneva 15, Switzerland

Publication History

Published: 01 January 2018

Qualifiers

Article

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

1
Total Citations
View Citations
0
Total Downloads

Downloads (Last 12 months)0
Downloads (Last 6 weeks)0

Reflects downloads up to 06 Jan 2025

Other Metrics

View Author Metrics

Citations

Cited By

(2019)Mamdani fuzzy-based vehicular grouping at the intersection of roads for smart transportation systemInternational Journal of Intelligent Engineering Informatics10.5555/3337636.33376437:2-3(263-285)Online publication date: 25-May-2019
https://dl.acm.org/doi/10.5555/3337636.3337643

View Options

View options

Media

Figures

Other

Tables

View Issue’s Table of Contents